Longitudinal Adversarial Attack on Electronic Health Records Data. - Sungtae An; Cao Xiao; Walter F. Stewart; Jimeng Sun 001 (WWW, 2019)

Smile: A System to Support Machine Learning on EEG Data at Scale. - Lei Cao 004; Wenbo Tao; Sungtae An; Jing Jin 004; Yizhou Yan; Xiaoyu Liu; Wendong Ge; Adam Sah; Leilani Battle; Jimeng Sun 001; Remco Chang; M. Brandon Westover; et al. (Proc. VLDB Endow., 2019)

ViVA: Semi-supervised Visualization via Variational Autoencoders. - Sungtae An; Shenda Hong; Jimeng Sun 001 (ICDM, 2020)

Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing. - Jacob Kimball; Jonathan Zia; Sungtae An; Christopher Rolfes; Jin-Oh Hahn; Michael N. Sawka; Omer T. Inan (IEEE J. Biomed. Health Informatics, 2021)

Quantifying Asymmetry Between Medial and Lateral Compartment Knee Loading Forces Using Acoustic Emissions. - Hyeon Ki Jeong; Sungtae An; Kinsey Herrin; Keaton Scherpereel; Aaron J. Young; Omer T. Inan (IEEE Trans. Biomed. Eng., 2022)

Maximum Entropy Information Bottleneck for Uncertainty-aware Stochastic Embedding. - Sungtae An; Nataraj Jammalamadaka; Eunji Chong (CVPR Workshops, 2023)

Synthetic seismocardiogram generation using a transformer-based neural network. - Mohammad Nikbakht; Asim Hossain Gazi; Jonathan Zia; Sungtae An; David Jimmy Lin; Omer T. Inan; Rishikesan Kamaleswaran (J. Am. Medical Informatics Assoc., 2023)

Early Prediction of Impending Exertional Heat Stroke With Wearable Multimodal Sensing and Anomaly Detection. - Cem Okan Yaldiz; Mark J. Buller; Kristine L. Richardson; Sungtae An; David Jimmy Lin; Aprameya Satish; Kyla Driver; Emma Atkinson; Timothy Mesite; Christopher King; Max Bursey; Meghan Galer; et al. (IEEE J. Biomed. Health Informatics, 2023)

Weakly Supervised Deep Learning for Human Activity Recognition. - Sungtae An (2024)